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data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-cleaning-101

Data Cleaning Libraries with Python

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science--cheat-sheet

Cheat Sheets

data-science-and-ml-essentials

data-science-best-resources

Carefully curated resource links for data science in one place

data-science-blogs

A curated list of data science blogs

data-science-cheatsheet

data-science-complete-tutorial

Notebooks to learn data science

data-science-interview

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

data-scientist-roadmap

Toturial coming with "data science roadmap" graphe.

data_science_interview

Prep for data science interviews

data_visualization

A collection of my data visualizations, mostly in Python.

databank

区块链技术相关的论文、文档

datacamp-community

Tutorials for DataCamp (www.datacamp.com)

datamining101

Homework etc... for data mining 101

datascicomp

A collection of popular Data Science Competitions

datascience-box

Data Science Course in a Box

datascience-exam

Repo supporting data science team interview exams.

datascienceresources

Open Source Data Science Resources.

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

datavisualization

Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph

datmo

Open source production model management tool for data scientists

deap

Distributed Evolutionary Algorithms in Python

deep-learning-book

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

deep-learning-book-1

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"